Pandas Profiling Report

Dataset statistics

Number of variables	60
Number of observations	202599
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	94.3 MiB
Average record size in memory	488.0 B

Variable types

Categorical	42
Numeric	18

Warnings

`image_id` has a high cardinality: 202599 distinct values	High cardinality
`x_1_x` is highly correlated with `x_1_y`	High correlation
`y_1_x` is highly correlated with `y_1_y`	High correlation
`width_x` is highly correlated with `height_x` and 2 other fields	High correlation
`height_x` is highly correlated with `width_x` and 2 other fields	High correlation
`x_1_y` is highly correlated with `x_1_x`	High correlation
`y_1_y` is highly correlated with `y_1_x`	High correlation
`width_y` is highly correlated with `width_x` and 2 other fields	High correlation
`height_y` is highly correlated with `width_x` and 2 other fields	High correlation
`image_id` is uniformly distributed	Uniform
`image_id` has unique values	Unique

Reproduction

Analysis started	2021-02-20 22:43:52.738967
Analysis finished	2021-02-20 22:46:54.814954
Duration	3 minutes and 2.08 seconds
Software version	pandas-profiling v2.11.0
Download configuration	config.yaml

image_id
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct	202599
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

155917.jpg	1
150787.jpg	1
176804.jpg	1
050662.jpg	1
001402.jpg	1
Other values (202594)	202594

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	2025990
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	202599 ?
Unique (%)	100.0%

Sample

1st row	000001.jpg
2nd row	000002.jpg
3rd row	000003.jpg
4th row	000004.jpg
5th row	000005.jpg

Value	Count	Frequency (%)
155917.jpg	1	< 0.1%
150787.jpg	1	< 0.1%
176804.jpg	1	< 0.1%
050662.jpg	1	< 0.1%
001402.jpg	1	< 0.1%
010667.jpg	1	< 0.1%
003216.jpg	1	< 0.1%
065677.jpg	1	< 0.1%
028478.jpg	1	< 0.1%
016766.jpg	1	< 0.1%
Other values (202589)	202589	> 99.9%

Histogram of lengths of the category

Value	Count	Frequency (%)
155917.jpg	1	< 0.1%
150787.jpg	1	< 0.1%
176804.jpg	1	< 0.1%
050662.jpg	1	< 0.1%
001402.jpg	1	< 0.1%
010667.jpg	1	< 0.1%
003216.jpg	1	< 0.1%
065677.jpg	1	< 0.1%
028478.jpg	1	< 0.1%
016766.jpg	1	< 0.1%
Other values (202589)	202589	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
0	204414	10.1%
.	202599	10.0%
j	202599	10.0%
p	202599	10.0%
g	202599	10.0%
1	201820	10.0%
2	104020	5.1%
3	100820	5.0%
4	100820	5.0%
5	100820	5.0%
Other values (4)	402880	19.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1215594	60.0%
Lowercase Letter	607797	30.0%
Other Punctuation	202599	10.0%

Most frequent character per category

Value	Count	Frequency (%)
0	204414	16.8%
1	201820	16.6%
2	104020	8.6%
3	100820	8.3%
4	100820	8.3%
5	100820	8.3%
6	100720	8.3%
7	100720	8.3%
8	100720	8.3%
9	100720	8.3%

Value	Count	Frequency (%)
j	202599	33.3%
p	202599	33.3%
g	202599	33.3%

Value	Count	Frequency (%)
.	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1418193	70.0%
Latin	607797	30.0%

Most frequent character per script

Value	Count	Frequency (%)
0	204414	14.4%
.	202599	14.3%
1	201820	14.2%
2	104020	7.3%
3	100820	7.1%
4	100820	7.1%
5	100820	7.1%
6	100720	7.1%
7	100720	7.1%
8	100720	7.1%

Value	Count	Frequency (%)
j	202599	33.3%
p	202599	33.3%
g	202599	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2025990	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	204414	10.1%
.	202599	10.0%
j	202599	10.0%
p	202599	10.0%
g	202599	10.0%
1	201820	10.0%
2	104020	5.1%
3	100820	5.0%
4	100820	5.0%
5	100820	5.0%
Other values (4)	402880	19.9%

5_o_Clock_Shadow
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	180083
1	22516

Length

Max length	2
Median length	2
Mean length	1.88886421
Min length	1

Characters and Unicode

Total characters	382682
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	-1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	180083	88.9%
1	22516	11.1%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	52.9%
-	180083	47.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	52.9%
Dash Punctuation	180083	47.1%

Most frequent character per category

Value	Count	Frequency (%)
-	180083	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	382682	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	52.9%
-	180083	47.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	382682	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	52.9%
-	180083	47.1%

Arched_Eyebrows
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	148509
1	54090

Length

Max length	2
Median length	2
Mean length	1.733019413
Min length	1

Characters and Unicode

Total characters	351108
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	-1
3rd row	-1
4th row	-1
5th row	1

Value	Count	Frequency (%)
-1	148509	73.3%
1	54090	26.7%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	57.7%
-	148509	42.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	57.7%
Dash Punctuation	148509	42.3%

Most frequent character per category

Value	Count	Frequency (%)
1	202599	100.0%

Value	Count	Frequency (%)
-	148509	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	351108	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	57.7%
-	148509	42.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	351108	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	57.7%
-	148509	42.3%

Attractive
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

1	103833
-1	98766

Length

Max length	2
Median length	1
Mean length	1.487495002
Min length	1

Characters and Unicode

Total characters	301365
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	-1
3rd row	-1
4th row	1
5th row	1

Value	Count	Frequency (%)
1	103833	51.3%
-1	98766	48.7%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	67.2%
-	98766	32.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	67.2%
Dash Punctuation	98766	32.8%

Most frequent character per category

Value	Count	Frequency (%)
1	202599	100.0%

Value	Count	Frequency (%)
-	98766	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	301365	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	67.2%
-	98766	32.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	301365	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	67.2%
-	98766	32.8%

Bags_Under_Eyes
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	161153
1	41446

Length

Max length	2
Median length	2
Mean length	1.795428408
Min length	1

Characters and Unicode

Total characters	363752
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	1
3rd row	-1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	161153	79.5%
1	41446	20.5%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	55.7%
-	161153	44.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	55.7%
Dash Punctuation	161153	44.3%

Most frequent character per category

Value	Count	Frequency (%)
-	161153	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	363752	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	55.7%
-	161153	44.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	363752	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	55.7%
-	161153	44.3%

Bald
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	198052
1	4547

Length

Max length	2
Median length	2
Mean length	1.977556651
Min length	1

Characters and Unicode

Total characters	400651
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	-1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	198052	97.8%
1	4547	2.2%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	50.6%
-	198052	49.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	50.6%
Dash Punctuation	198052	49.4%

Most frequent character per category

Value	Count	Frequency (%)
-	198052	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	400651	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	50.6%
-	198052	49.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	400651	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	50.6%
-	198052	49.4%

Bangs
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	171890
1	30709

Length

Max length	2
Median length	2
Mean length	1.848424721
Min length	1

Characters and Unicode

Total characters	374489
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	-1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	171890	84.8%
1	30709	15.2%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	54.1%
-	171890	45.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	54.1%
Dash Punctuation	171890	45.9%

Most frequent character per category

Value	Count	Frequency (%)
-	171890	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	374489	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	54.1%
-	171890	45.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	374489	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	54.1%
-	171890	45.9%

Big_Lips
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	153814
1	48785

Length

Max length	2
Median length	2
Mean length	1.759204142
Min length	1

Characters and Unicode

Total characters	356413
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	1
4th row	-1
5th row	1

Value	Count	Frequency (%)
-1	153814	75.9%
1	48785	24.1%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	56.8%
-	153814	43.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	56.8%
Dash Punctuation	153814	43.2%

Most frequent character per category

Value	Count	Frequency (%)
-	153814	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	356413	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	56.8%
-	153814	43.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	356413	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	56.8%
-	153814	43.2%

Big_Nose
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	155083
1	47516

Length

Max length	2
Median length	2
Mean length	1.765467747
Min length	1

Characters and Unicode

Total characters	357682
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	1
3rd row	-1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	155083	76.5%
1	47516	23.5%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	56.6%
-	155083	43.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	56.6%
Dash Punctuation	155083	43.4%

Most frequent character per category

Value	Count	Frequency (%)
-	155083	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	357682	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	56.6%
-	155083	43.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	357682	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	56.6%
-	155083	43.4%

Black_Hair
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	154127
1	48472

Length

Max length	2
Median length	2
Mean length	1.760749066
Min length	1

Characters and Unicode

Total characters	356726
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	-1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	154127	76.1%
1	48472	23.9%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	56.8%
-	154127	43.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	56.8%
Dash Punctuation	154127	43.2%

Most frequent character per category

Value	Count	Frequency (%)
-	154127	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	356726	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	56.8%
-	154127	43.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	356726	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	56.8%
-	154127	43.2%

Blond_Hair
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	172616
1	29983

Length

Max length	2
Median length	2
Mean length	1.852008154
Min length	1

Characters and Unicode

Total characters	375215
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	-1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	172616	85.2%
1	29983	14.8%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	54.0%
-	172616	46.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	54.0%
Dash Punctuation	172616	46.0%

Most frequent character per category

Value	Count	Frequency (%)
-	172616	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	375215	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	54.0%
-	172616	46.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	375215	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	54.0%
-	172616	46.0%

Blurry
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	192287
1	10312

Length

Max length	2
Median length	2
Mean length	1.949101427
Min length	1

Characters and Unicode

Total characters	394886
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	192287	94.9%
1	10312	5.1%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	51.3%
-	192287	48.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	51.3%
Dash Punctuation	192287	48.7%

Most frequent character per category

Value	Count	Frequency (%)
-	192287	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	394886	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	51.3%
-	192287	48.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	394886	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	51.3%
-	192287	48.7%

Brown_Hair
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	161027
1	41572

Length

Max length	2
Median length	2
Mean length	1.79480649
Min length	1

Characters and Unicode

Total characters	363626
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	-1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	161027	79.5%
1	41572	20.5%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	55.7%
-	161027	44.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	55.7%
Dash Punctuation	161027	44.3%

Most frequent character per category

Value	Count	Frequency (%)
1	202599	100.0%

Value	Count	Frequency (%)
-	161027	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	363626	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	55.7%
-	161027	44.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	363626	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	55.7%
-	161027	44.3%

Bushy_Eyebrows
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	173796
1	28803

Length

Max length	2
Median length	2
Mean length	1.857832467
Min length	1

Characters and Unicode

Total characters	376395
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	-1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	173796	85.8%
1	28803	14.2%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	53.8%
-	173796	46.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	53.8%
Dash Punctuation	173796	46.2%

Most frequent character per category

Value	Count	Frequency (%)
-	173796	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	376395	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	53.8%
-	173796	46.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	376395	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	53.8%
-	173796	46.2%

Chubby
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	190936
1	11663

Length

Max length	2
Median length	2
Mean length	1.942433082
Min length	1

Characters and Unicode

Total characters	393535
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	-1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	190936	94.2%
1	11663	5.8%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	51.5%
-	190936	48.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	51.5%
Dash Punctuation	190936	48.5%

Most frequent character per category

Value	Count	Frequency (%)
-	190936	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	393535	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	51.5%
-	190936	48.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	393535	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	51.5%
-	190936	48.5%

Double_Chin
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	193140
1	9459

Length

Max length	2
Median length	2
Mean length	1.953311714
Min length	1

Characters and Unicode

Total characters	395739
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	-1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	193140	95.3%
1	9459	4.7%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	51.2%
-	193140	48.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	51.2%
Dash Punctuation	193140	48.8%

Most frequent character per category

Value	Count	Frequency (%)
-	193140	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	395739	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	51.2%
-	193140	48.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	395739	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	51.2%
-	193140	48.8%

Eyeglasses
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	189406
1	13193

Length

Max length	2
Median length	2
Mean length	1.934881219
Min length	1

Characters and Unicode

Total characters	392005
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	-1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	189406	93.5%
1	13193	6.5%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	51.7%
-	189406	48.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	51.7%
Dash Punctuation	189406	48.3%

Most frequent character per category

Value	Count	Frequency (%)
-	189406	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	392005	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	51.7%
-	189406	48.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	392005	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	51.7%
-	189406	48.3%

Goatee
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	189883
1	12716

Length

Max length	2
Median length	2
Mean length	1.937235623
Min length	1

Characters and Unicode

Total characters	392482
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	-1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	189883	93.7%
1	12716	6.3%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	51.6%
-	189883	48.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	51.6%
Dash Punctuation	189883	48.4%

Most frequent character per category

Value	Count	Frequency (%)
-	189883	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	392482	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	51.6%
-	189883	48.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	392482	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	51.6%
-	189883	48.4%

Gray_Hair
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	194100
1	8499

Length

Max length	2
Median length	2
Mean length	1.958050138
Min length	1

Characters and Unicode

Total characters	396699
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	-1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	194100	95.8%
1	8499	4.2%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	51.1%
-	194100	48.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	51.1%
Dash Punctuation	194100	48.9%

Most frequent character per category

Value	Count	Frequency (%)
-	194100	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	396699	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	51.1%
-	194100	48.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	396699	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	51.1%
-	194100	48.9%

Heavy_Makeup
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	124209
1	78390

Length

Max length	2
Median length	2
Mean length	1.613078051
Min length	1

Characters and Unicode

Total characters	326808
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	-1
3rd row	-1
4th row	-1
5th row	1

Value	Count	Frequency (%)
-1	124209	61.3%
1	78390	38.7%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	62.0%
-	124209	38.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	62.0%
Dash Punctuation	124209	38.0%

Most frequent character per category

Value	Count	Frequency (%)
1	202599	100.0%

Value	Count	Frequency (%)
-	124209	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	326808	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	62.0%
-	124209	38.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	326808	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	62.0%
-	124209	38.0%

High_Cheekbones
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	110410
1	92189

Length

Max length	2
Median length	2
Mean length	1.544968139
Min length	1

Characters and Unicode

Total characters	313009
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	-1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	110410	54.5%
1	92189	45.5%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	64.7%
-	110410	35.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	64.7%
Dash Punctuation	110410	35.3%

Most frequent character per category

Value	Count	Frequency (%)
1	202599	100.0%

Value	Count	Frequency (%)
-	110410	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	313009	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	64.7%
-	110410	35.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	313009	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	64.7%
-	110410	35.3%

Male
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	118165
1	84434

Length

Max length	2
Median length	2
Mean length	1.583245722
Min length	1

Characters and Unicode

Total characters	320764
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	118165	58.3%
1	84434	41.7%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	63.2%
-	118165	36.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	63.2%
Dash Punctuation	118165	36.8%

Most frequent character per category

Value	Count	Frequency (%)
-	118165	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	320764	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	63.2%
-	118165	36.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	320764	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	63.2%
-	118165	36.8%

Mouth_Slightly_Open
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	104657
1	97942

Length

Max length	2
Median length	2
Mean length	1.516572145
Min length	1

Characters and Unicode

Total characters	307256
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	-1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	104657	51.7%
1	97942	48.3%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	65.9%
-	104657	34.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	65.9%
Dash Punctuation	104657	34.1%

Most frequent character per category

Value	Count	Frequency (%)
1	202599	100.0%

Value	Count	Frequency (%)
-	104657	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	307256	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	65.9%
-	104657	34.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	307256	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	65.9%
-	104657	34.1%

Mustache
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	194182
1	8417

Length

Max length	2
Median length	2
Mean length	1.958454879
Min length	1

Characters and Unicode

Total characters	396781
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	-1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	194182	95.8%
1	8417	4.2%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	51.1%
-	194182	48.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	51.1%
Dash Punctuation	194182	48.9%

Most frequent character per category

Value	Count	Frequency (%)
-	194182	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	396781	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	51.1%
-	194182	48.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	396781	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	51.1%
-	194182	48.9%

Narrow_Eyes
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	179270
1	23329

Length

Max length	2
Median length	2
Mean length	1.884851357
Min length	1

Characters and Unicode

Total characters	381869
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	1
4th row	-1
5th row	1

Value	Count	Frequency (%)
-1	179270	88.5%
1	23329	11.5%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	53.1%
-	179270	46.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	53.1%
Dash Punctuation	179270	46.9%

Most frequent character per category

Value	Count	Frequency (%)
-	179270	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	381869	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	53.1%
-	179270	46.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	381869	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	53.1%
-	179270	46.9%

No_Beard
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

1	169158
-1	33441

Length

Max length	2
Median length	1
Mean length	1.165060045
Min length	1

Characters and Unicode

Total characters	236040
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Value	Count	Frequency (%)
1	169158	83.5%
-1	33441	16.5%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	85.8%
-	33441	14.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	85.8%
Dash Punctuation	33441	14.2%

Most frequent character per category

Value	Count	Frequency (%)
1	202599	100.0%

Value	Count	Frequency (%)
-	33441	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	236040	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	85.8%
-	33441	14.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	236040	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	85.8%
-	33441	14.2%

Oval_Face
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	145032
1	57567

Length

Max length	2
Median length	2
Mean length	1.715857433
Min length	1

Characters and Unicode

Total characters	347631
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	-1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	145032	71.6%
1	57567	28.4%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	58.3%
-	145032	41.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	58.3%
Dash Punctuation	145032	41.7%

Most frequent character per category

Value	Count	Frequency (%)
-	145032	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	347631	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	58.3%
-	145032	41.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	347631	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	58.3%
-	145032	41.7%

Pale_Skin
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	193898
1	8701

Length

Max length	2
Median length	2
Mean length	1.957053095
Min length	1

Characters and Unicode

Total characters	396497
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	-1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	193898	95.7%
1	8701	4.3%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	51.1%
-	193898	48.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	51.1%
Dash Punctuation	193898	48.9%

Most frequent character per category

Value	Count	Frequency (%)
-	193898	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	396497	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	51.1%
-	193898	48.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	396497	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	51.1%
-	193898	48.9%

Pointy_Nose
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	146389
1	56210

Length

Max length	2
Median length	2
Mean length	1.722555393
Min length	1

Characters and Unicode

Total characters	348988
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	-1
3rd row	1
4th row	1
5th row	1

Value	Count	Frequency (%)
-1	146389	72.3%
1	56210	27.7%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	58.1%
-	146389	41.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	58.1%
Dash Punctuation	146389	41.9%

Most frequent character per category

Value	Count	Frequency (%)
1	202599	100.0%

Value	Count	Frequency (%)
-	146389	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	348988	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	58.1%
-	146389	41.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	348988	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	58.1%
-	146389	41.9%

Receding_Hairline
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	186436
1	16163

Length

Max length	2
Median length	2
Mean length	1.920221719
Min length	1

Characters and Unicode

Total characters	389035
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	-1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	186436	92.0%
1	16163	8.0%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	52.1%
-	186436	47.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	52.1%
Dash Punctuation	186436	47.9%

Most frequent character per category

Value	Count	Frequency (%)
-	186436	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	389035	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	52.1%
-	186436	47.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	389035	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	52.1%
-	186436	47.9%

Rosy_Cheeks
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	189284
1	13315

Length

Max length	2
Median length	2
Mean length	1.934279044
Min length	1

Characters and Unicode

Total characters	391883
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	-1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	189284	93.4%
1	13315	6.6%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	51.7%
-	189284	48.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	51.7%
Dash Punctuation	189284	48.3%

Most frequent character per category

Value	Count	Frequency (%)
-	189284	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	391883	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	51.7%
-	189284	48.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	391883	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	51.7%
-	189284	48.3%

Sideburns
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	191150
1	11449

Length

Max length	2
Median length	2
Mean length	1.943489356
Min length	1

Characters and Unicode

Total characters	393749
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	-1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	191150	94.3%
1	11449	5.7%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	51.5%
-	191150	48.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	51.5%
Dash Punctuation	191150	48.5%

Most frequent character per category

Value	Count	Frequency (%)
-	191150	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	393749	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	51.5%
-	191150	48.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	393749	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	51.5%
-	191150	48.5%

Smiling
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	104930
1	97669

Length

Max length	2
Median length	2
Mean length	1.517919634
Min length	1

Characters and Unicode

Total characters	307529
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	-1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	104930	51.8%
1	97669	48.2%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	65.9%
-	104930	34.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	65.9%
Dash Punctuation	104930	34.1%

Most frequent character per category

Value	Count	Frequency (%)
1	202599	100.0%

Value	Count	Frequency (%)
-	104930	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	307529	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	65.9%
-	104930	34.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	307529	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	65.9%
-	104930	34.1%

Straight_Hair
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	160377
1	42222

Length

Max length	2
Median length	2
Mean length	1.791598182
Min length	1

Characters and Unicode

Total characters	362976
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	-1
3rd row	-1
4th row	1
5th row	-1

Value	Count	Frequency (%)
-1	160377	79.2%
1	42222	20.8%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	55.8%
-	160377	44.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	55.8%
Dash Punctuation	160377	44.2%

Most frequent character per category

Value	Count	Frequency (%)
1	202599	100.0%

Value	Count	Frequency (%)
-	160377	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	362976	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	55.8%
-	160377	44.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	362976	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	55.8%
-	160377	44.2%

Wavy_Hair
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	137855
1	64744

Length

Max length	2
Median length	2
Mean length	1.680432776
Min length	1

Characters and Unicode

Total characters	340454
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	137855	68.0%
1	64744	32.0%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	59.5%
-	137855	40.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	59.5%
Dash Punctuation	137855	40.5%

Most frequent character per category

Value	Count	Frequency (%)
-	137855	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	340454	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	59.5%
-	137855	40.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	340454	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	59.5%
-	137855	40.5%

Wearing_Earrings
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	164323
1	38276

Length

Max length	2
Median length	2
Mean length	1.811075079
Min length	1

Characters and Unicode

Total characters	366922
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	-1
3rd row	-1
4th row	1
5th row	-1

Value	Count	Frequency (%)
-1	164323	81.1%
1	38276	18.9%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	55.2%
-	164323	44.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	55.2%
Dash Punctuation	164323	44.8%

Most frequent character per category

Value	Count	Frequency (%)
1	202599	100.0%

Value	Count	Frequency (%)
-	164323	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	366922	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	55.2%
-	164323	44.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	366922	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	55.2%
-	164323	44.8%

Wearing_Hat
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	192781
1	9818

Length

Max length	2
Median length	2
Mean length	1.951539741
Min length	1

Characters and Unicode

Total characters	395380
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	-1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	192781	95.2%
1	9818	4.8%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	51.2%
-	192781	48.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	51.2%
Dash Punctuation	192781	48.8%

Most frequent character per category

Value	Count	Frequency (%)
-	192781	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	395380	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	51.2%
-	192781	48.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	395380	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	51.2%
-	192781	48.8%

Wearing_Lipstick
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	106884
1	95715

Length

Max length	2
Median length	2
Mean length	1.527564302
Min length	1

Characters and Unicode

Total characters	309483
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	-1
3rd row	-1
4th row	1
5th row	1

Value	Count	Frequency (%)
-1	106884	52.8%
1	95715	47.2%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	65.5%
-	106884	34.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	65.5%
Dash Punctuation	106884	34.5%

Most frequent character per category

Value	Count	Frequency (%)
1	202599	100.0%

Value	Count	Frequency (%)
-	106884	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	309483	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	65.5%
-	106884	34.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	309483	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	65.5%
-	106884	34.5%

Wearing_Necklace
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	177686
1	24913

Length

Max length	2
Median length	2
Mean length	1.877032957
Min length	1

Characters and Unicode

Total characters	380285
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	-1
4th row	1
5th row	-1

Value	Count	Frequency (%)
-1	177686	87.7%
1	24913	12.3%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	53.3%
-	177686	46.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	53.3%
Dash Punctuation	177686	46.7%

Most frequent character per category

Value	Count	Frequency (%)
-	177686	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	380285	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	53.3%
-	177686	46.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	380285	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	53.3%
-	177686	46.7%

Wearing_Necktie
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

-1	187867
1	14732

Length

Max length	2
Median length	2
Mean length	1.927284932
Min length	1

Characters and Unicode

Total characters	390466
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	-1
4th row	-1
5th row	-1

Value	Count	Frequency (%)
-1	187867	92.7%
1	14732	7.3%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	51.9%
-	187867	48.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	51.9%
Dash Punctuation	187867	48.1%

Most frequent character per category

Value	Count	Frequency (%)
-	187867	100.0%

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	390466	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	51.9%
-	187867	48.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	390466	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	51.9%
-	187867	48.1%

Young
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

1	156734
-1	45865

Length

Max length	2
Median length	1
Mean length	1.226383151
Min length	1

Characters and Unicode

Total characters	248464
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Value	Count	Frequency (%)
1	156734	77.4%
-1	45865	22.6%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	202599	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	202599	81.5%
-	45865	18.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	81.5%
Dash Punctuation	45865	18.5%

Most frequent character per category

Value	Count	Frequency (%)
1	202599	100.0%

Value	Count	Frequency (%)
-	45865	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	248464	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	202599	81.5%
-	45865	18.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	248464	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	202599	81.5%
-	45865	18.5%

x_1_x
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1550
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	156.7645645
Minimum	1
Maximum	3840
Zeros	0
Zeros (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	1
5-th percentile	25
Q1	69
median	110
Q3	181
95-th percentile	461
Maximum	3840
Range	3839
Interquartile range (IQR)	112

Descriptive statistics

Standard deviation	164.518135
Coefficient of variation (CV)	1.049459969
Kurtosis	28.12359739
Mean	156.7645645
Median Absolute Deviation (MAD)	50
Skewness	3.930000137
Sum	31760344
Variance	27066.21673
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
83	1333	0.7%
90	1330	0.7%
80	1328	0.7%
79	1322	0.7%
92	1299	0.6%
86	1298	0.6%
81	1297	0.6%
95	1296	0.6%
85	1294	0.6%
73	1274	0.6%
Other values (1540)	189528	93.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1178	0.6%
2	131	0.1%
3	188	0.1%
4	182	0.1%
5	213	0.1%

Value	Count	Frequency (%)
3840	1	< 0.1%
3815	1	< 0.1%
3688	1	< 0.1%
3601	1	< 0.1%
3538	1	< 0.1%

y_1_x
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	901
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	84.33550511
Minimum	0
Maximum	1858
Zeros	1
Zeros (%)	< 0.1%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	20
Q1	44
median	68
Q3	98
95-th percentile	204
Maximum	1858
Range	1858
Interquartile range (IQR)	54

Descriptive statistics

Standard deviation	76.06728441
Coefficient of variation (CV)	0.9019603821
Kurtosis	35.80350661
Mean	84.33550511
Median Absolute Deviation (MAD)	26
Skewness	4.48863673
Sum	17086289
Variance	5786.231758
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
49	2262	1.1%
50	2252	1.1%
60	2216	1.1%
57	2203	1.1%
51	2198	1.1%
55	2196	1.1%
46	2184	1.1%
58	2183	1.1%
53	2179	1.1%
44	2176	1.1%
Other values (891)	180550	89.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1876	0.9%
2	134	0.1%
3	174	0.1%
4	199	0.1%

Value	Count	Frequency (%)
1858	1	< 0.1%
1724	1	< 0.1%
1710	1	< 0.1%
1690	1	< 0.1%
1555	1	< 0.1%

width_x
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1016
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	194.754061
Minimum	0
Maximum	3827
Zeros	1
Zeros (%)	< 0.1%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	75
Q1	120
median	164
Q3	221
95-th percentile	419
Maximum	3827
Range	3827
Interquartile range (IQR)	101

Descriptive statistics

Standard deviation	141.7700661
Coefficient of variation (CV)	0.727944082
Kurtosis	31.54555994
Mean	194.754061
Median Absolute Deviation (MAD)	50
Skewness	4.300759707
Sum	39456978
Variance	20098.75165
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
133	3140	1.5%
140	3063	1.5%
125	3018	1.5%
156	3015	1.5%
143	3010	1.5%
130	3001	1.5%
138	2998	1.5%
146	2975	1.5%
135	2958	1.5%
127	2947	1.5%
Other values (1006)	172474	85.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
3	3	< 0.1%
5	3	< 0.1%
8	4	< 0.1%
10	7	< 0.1%

Value	Count	Frequency (%)
3827	1	< 0.1%
3076	1	< 0.1%
2603	2	< 0.1%
2532	2	< 0.1%
2509	1	< 0.1%

height_x
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1249
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	268.9223293
Minimum	0
Maximum	5299
Zeros	1
Zeros (%)	< 0.1%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	104
Q1	166
median	227
Q3	306
95-th percentile	576
Maximum	5299
Range	5299
Interquartile range (IQR)	140

Descriptive statistics

Standard deviation	195.6649357
Coefficient of variation (CV)	0.727589026
Kurtosis	31.7086195
Mean	268.9223293
Median Absolute Deviation (MAD)	68
Skewness	4.31885815
Sum	54483395
Variance	38284.76704
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
184	3090	1.5%
194	3034	1.5%
216	2963	1.5%
191	2962	1.5%
173	2961	1.5%
198	2950	1.5%
180	2947	1.5%
187	2931	1.4%
202	2931	1.4%
205	2913	1.4%
Other values (1239)	172917	85.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
4	3	< 0.1%
7	3	< 0.1%
11	4	< 0.1%
14	7	< 0.1%

Value	Count	Frequency (%)
5299	1	< 0.1%
4259	1	< 0.1%
3604	2	< 0.1%
3506	2	< 0.1%
3442	1	< 0.1%

x_1_y
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1550
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	156.7645645
Minimum	1
Maximum	3840
Zeros	0
Zeros (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	1
5-th percentile	25
Q1	69
median	110
Q3	181
95-th percentile	461
Maximum	3840
Range	3839
Interquartile range (IQR)	112

Descriptive statistics

Standard deviation	164.518135
Coefficient of variation (CV)	1.049459969
Kurtosis	28.12359739
Mean	156.7645645
Median Absolute Deviation (MAD)	50
Skewness	3.930000137
Sum	31760344
Variance	27066.21673
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
83	1333	0.7%
90	1330	0.7%
80	1328	0.7%
79	1322	0.7%
92	1299	0.6%
86	1298	0.6%
81	1297	0.6%
95	1296	0.6%
85	1294	0.6%
73	1274	0.6%
Other values (1540)	189528	93.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1178	0.6%
2	131	0.1%
3	188	0.1%
4	182	0.1%
5	213	0.1%

Value	Count	Frequency (%)
3840	1	< 0.1%
3815	1	< 0.1%
3688	1	< 0.1%
3601	1	< 0.1%
3538	1	< 0.1%

y_1_y
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	901
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	84.33550511
Minimum	0
Maximum	1858
Zeros	1
Zeros (%)	< 0.1%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	20
Q1	44
median	68
Q3	98
95-th percentile	204
Maximum	1858
Range	1858
Interquartile range (IQR)	54

Descriptive statistics

Standard deviation	76.06728441
Coefficient of variation (CV)	0.9019603821
Kurtosis	35.80350661
Mean	84.33550511
Median Absolute Deviation (MAD)	26
Skewness	4.48863673
Sum	17086289
Variance	5786.231758
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
49	2262	1.1%
50	2252	1.1%
60	2216	1.1%
57	2203	1.1%
51	2198	1.1%
55	2196	1.1%
46	2184	1.1%
58	2183	1.1%
53	2179	1.1%
44	2176	1.1%
Other values (891)	180550	89.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1876	0.9%
2	134	0.1%
3	174	0.1%
4	199	0.1%

Value	Count	Frequency (%)
1858	1	< 0.1%
1724	1	< 0.1%
1710	1	< 0.1%
1690	1	< 0.1%
1555	1	< 0.1%

width_y
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1016
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	194.754061
Minimum	0
Maximum	3827
Zeros	1
Zeros (%)	< 0.1%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	75
Q1	120
median	164
Q3	221
95-th percentile	419
Maximum	3827
Range	3827
Interquartile range (IQR)	101

Descriptive statistics

Standard deviation	141.7700661
Coefficient of variation (CV)	0.727944082
Kurtosis	31.54555994
Mean	194.754061
Median Absolute Deviation (MAD)	50
Skewness	4.300759707
Sum	39456978
Variance	20098.75165
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
133	3140	1.5%
140	3063	1.5%
125	3018	1.5%
156	3015	1.5%
143	3010	1.5%
130	3001	1.5%
138	2998	1.5%
146	2975	1.5%
135	2958	1.5%
127	2947	1.5%
Other values (1006)	172474	85.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
3	3	< 0.1%
5	3	< 0.1%
8	4	< 0.1%
10	7	< 0.1%

Value	Count	Frequency (%)
3827	1	< 0.1%
3076	1	< 0.1%
2603	2	< 0.1%
2532	2	< 0.1%
2509	1	< 0.1%

height_y
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1249
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	268.9223293
Minimum	0
Maximum	5299
Zeros	1
Zeros (%)	< 0.1%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	104
Q1	166
median	227
Q3	306
95-th percentile	576
Maximum	5299
Range	5299
Interquartile range (IQR)	140

Descriptive statistics

Standard deviation	195.6649357
Coefficient of variation (CV)	0.727589026
Kurtosis	31.7086195
Mean	268.9223293
Median Absolute Deviation (MAD)	68
Skewness	4.31885815
Sum	54483395
Variance	38284.76704
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
184	3090	1.5%
194	3034	1.5%
216	2963	1.5%
191	2962	1.5%
173	2961	1.5%
198	2950	1.5%
180	2947	1.5%
187	2931	1.4%
202	2931	1.4%
205	2913	1.4%
Other values (1239)	172917	85.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
4	3	< 0.1%
7	3	< 0.1%
11	4	< 0.1%
14	7	< 0.1%

Value	Count	Frequency (%)
5299	1	< 0.1%
4259	1	< 0.1%
3604	2	< 0.1%
3506	2	< 0.1%
3442	1	< 0.1%

partition
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

0	162770
2	19962
1	19867

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	202599
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	162770	80.3%
2	19962	9.9%
1	19867	9.8%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	162770	80.3%
2	19962	9.9%
1	19867	9.8%

Most occurring characters

Value	Count	Frequency (%)
0	162770	80.3%
2	19962	9.9%
1	19867	9.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	202599	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	162770	80.3%
2	19962	9.9%
1	19867	9.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	202599	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	162770	80.3%
2	19962	9.9%
1	19867	9.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	202599	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	162770	80.3%
2	19962	9.9%
1	19867	9.8%

lefteye_x
Real number (ℝ_≥0)

Distinct	31
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	69.3538665
Minimum	56
Maximum	88
Zeros	0
Zeros (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	56
5-th percentile	67
Q1	68
median	69
Q3	70
95-th percentile	72
Maximum	88
Range	32
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.717951717
Coefficient of variation (CV)	0.02477081385
Kurtosis	7.926731219
Mean	69.3538665
Median Absolute Deviation (MAD)	1
Skewness	1.557458496
Sum	14051024
Variance	2.951358102
Monotocity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
69	57572	28.4%
70	46522	23.0%
68	41033	20.3%
71	22194	11.0%
67	16132	8.0%
72	8278	4.1%
73	3308	1.6%
66	2991	1.5%
74	1479	0.7%
75	842	0.4%
Other values (21)	2248	1.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
56	3	< 0.1%
59	1	< 0.1%
60	7	< 0.1%
61	5	< 0.1%
62	15	< 0.1%

Value	Count	Frequency (%)
88	1	< 0.1%
87	2	< 0.1%
86	10	< 0.1%
85	13	< 0.1%
84	33	< 0.1%

lefteye_y
Real number (ℝ_≥0)

Distinct	27
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	111.1979822
Minimum	98
Maximum	129
Zeros	0
Zeros (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	98
5-th percentile	109
Q1	111
median	111
Q3	112
95-th percentile	113
Maximum	129
Range	31
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.129284177
Coefficient of variation (CV)	0.01015561753
Kurtosis	6.733065491
Mean	111.1979822
Median Absolute Deviation (MAD)	1
Skewness	-0.9105428779
Sum	22528600
Variance	1.275282753
Monotocity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
111	86618	42.8%
112	63290	31.2%
110	27396	13.5%
113	11992	5.9%
109	6502	3.2%
108	2255	1.1%
114	2030	1.0%
107	968	0.5%
106	457	0.2%
115	418	0.2%
Other values (17)	673	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
98	1	< 0.1%
99	4	< 0.1%
100	3	< 0.1%
101	8	< 0.1%
102	22	< 0.1%

Value	Count	Frequency (%)
129	1	< 0.1%
128	1	< 0.1%
124	1	< 0.1%
121	3	< 0.1%
120	4	< 0.1%

righteye_x
Real number (ℝ_≥0)

Distinct	32
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	107.6440308
Minimum	90
Maximum	124
Zeros	0
Zeros (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	90
5-th percentile	105
Q1	107
median	108
Q3	109
95-th percentile	110
Maximum	124
Range	34
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.690252194
Coefficient of variation (CV)	0.01570223803
Kurtosis	8.032769637
Mean	107.6440308
Median Absolute Deviation (MAD)	1
Skewness	-1.534524977
Sum	21808573
Variance	2.856952481
Monotocity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
108	58536	28.9%
107	47429	23.4%
109	40771	20.1%
106	22202	11.0%
110	15252	7.5%
105	8057	4.0%
104	3069	1.5%
111	2860	1.4%
103	1384	0.7%
102	792	0.4%
Other values (22)	2247	1.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
90	3	< 0.1%
91	10	< 0.1%
92	17	< 0.1%
93	18	< 0.1%
94	37	< 0.1%

Value	Count	Frequency (%)
124	1	< 0.1%
122	1	< 0.1%
121	1	< 0.1%
120	1	< 0.1%
117	7	< 0.1%

righteye_y
Real number (ℝ_≥0)

Distinct	25
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	111.1616
Minimum	95
Maximum	122
Zeros	0
Zeros (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	95
5-th percentile	109
Q1	111
median	111
Q3	112
95-th percentile	113
Maximum	122
Range	27
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.16922944
Coefficient of variation (CV)	0.01051828545
Kurtosis	6.284448824
Mean	111.1616
Median Absolute Deviation (MAD)	1
Skewness	-1.103770291
Sum	22521229
Variance	1.367097482
Monotocity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
111	83850	41.4%
112	62759	31.0%
110	28686	14.2%
113	12568	6.2%
109	7553	3.7%
108	2736	1.4%
114	1727	0.9%
107	1093	0.5%
106	541	0.3%
115	349	0.2%
Other values (15)	737	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
95	1	< 0.1%
99	4	< 0.1%
100	5	< 0.1%
101	12	< 0.1%
102	31	< 0.1%

Value	Count	Frequency (%)
122	2	< 0.1%
121	3	< 0.1%
120	4	< 0.1%
119	13	< 0.1%
118	17	< 0.1%

nose_x
Real number (ℝ_≥0)

Distinct	65
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	88.0631395
Minimum	57
Maximum	121
Zeros	0
Zeros (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	57
5-th percentile	77
Q1	84
median	88
Q3	92
95-th percentile	99
Maximum	121
Range	64
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	6.647732917
Coefficient of variation (CV)	0.07548825711
Kurtosis	0.7875224343
Mean	88.0631395
Median Absolute Deviation (MAD)	4
Skewness	0.04770735828
Sum	17841504
Variance	44.19235293
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
88	17621	8.7%
89	17027	8.4%
87	15319	7.6%
90	14090	7.0%
86	12280	6.1%
91	11358	5.6%
85	10033	5.0%
92	8992	4.4%
84	8455	4.2%
83	7420	3.7%
Other values (55)	80004	39.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
57	1	< 0.1%
58	2	< 0.1%
59	2	< 0.1%
60	1	< 0.1%
61	9	< 0.1%

Value	Count	Frequency (%)
121	2	< 0.1%
120	1	< 0.1%
119	3	< 0.1%
118	1	< 0.1%
117	10	< 0.1%

nose_y
Real number (ℝ_≥0)

Distinct	55
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	135.1020242
Minimum	93
Maximum	156
Zeros	0
Zeros (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	93
5-th percentile	128
Q1	133
median	135
Q3	138
95-th percentile	141
Maximum	156
Range	63
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.245077982
Coefficient of variation (CV)	0.03142127594
Kurtosis	1.410874684
Mean	135.1020242
Median Absolute Deviation (MAD)	3
Skewness	-0.6504310632
Sum	27371535
Variance	18.02068707
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
136	21254	10.5%
137	20433	10.1%
135	20237	10.0%
134	18143	9.0%
138	17765	8.8%
133	15554	7.7%
139	14319	7.1%
132	12480	6.2%
140	10577	5.2%
131	9469	4.7%
Other values (45)	42368	20.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
93	1	< 0.1%
100	2	< 0.1%
102	2	< 0.1%
104	1	< 0.1%
105	2	< 0.1%

Value	Count	Frequency (%)
156	1	< 0.1%
154	1	< 0.1%
153	2	< 0.1%
152	2	< 0.1%
151	5	< 0.1%

leftmouth_x
Real number (ℝ_≥0)

Distinct	34
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	71.24745927
Minimum	57
Maximum	90
Zeros	0
Zeros (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	57
5-th percentile	66
Q1	69
median	72
Q3	73
95-th percentile	76
Maximum	90
Range	33
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.168010688
Coefficient of variation (CV)	0.04446489349
Kurtosis	0.07061811884
Mean	71.24745927
Median Absolute Deviation (MAD)	2
Skewness	-0.06342102468
Sum	14434664
Variance	10.03629172
Monotocity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
73	26372	13.0%
72	25824	12.7%
71	22193	11.0%
74	22062	10.9%
70	19044	9.4%
69	16556	8.2%
68	14792	7.3%
75	13991	6.9%
67	12178	6.0%
66	8318	4.1%
Other values (24)	21269	10.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
57	3	< 0.1%
58	5	< 0.1%
59	2	< 0.1%
60	19	< 0.1%
61	56	< 0.1%

Value	Count	Frequency (%)
90	1	< 0.1%
89	2	< 0.1%
88	9	< 0.1%
87	14	< 0.1%
86	34	< 0.1%

leftmouth_y
Real number (ℝ_≥0)

Distinct	33
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	152.1130114
Minimum	116
Maximum	174
Zeros	0
Zeros (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	116
5-th percentile	150
Q1	151
median	152
Q3	153
95-th percentile	155
Maximum	174
Range	58
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.799343093
Coefficient of variation (CV)	0.0118289887
Kurtosis	6.929804665
Mean	152.1130114
Median Absolute Deviation (MAD)	1
Skewness	1.225924984
Sum	30817944
Variance	3.237635567
Monotocity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
152	54751	27.0%
151	43767	21.6%
153	40326	19.9%
150	22155	10.9%
154	18801	9.3%
155	7360	3.6%
149	6583	3.2%
156	3195	1.6%
157	1494	0.7%
148	1392	0.7%
Other values (23)	2775	1.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
116	1	< 0.1%
140	2	< 0.1%
141	1	< 0.1%
142	2	< 0.1%
143	5	< 0.1%

Value	Count	Frequency (%)
174	1	< 0.1%
170	1	< 0.1%
169	3	< 0.1%
168	9	< 0.1%
167	34	< 0.1%

rightmouth_x
Real number (ℝ_≥0)

Distinct	37
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	105.5864294
Minimum	82
Maximum	120
Zeros	0
Zeros (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	82
5-th percentile	101
Q1	103
median	105
Q3	108
95-th percentile	111
Maximum	120
Range	38
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.233124793
Coefficient of variation (CV)	0.03062064711
Kurtosis	0.08226024505
Mean	105.5864294
Median Absolute Deviation (MAD)	2
Skewness	0.03374175801
Sum	21391705
Variance	10.45309593
Monotocity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
104	26081	12.9%
105	24589	12.1%
103	22891	11.3%
106	21178	10.5%
107	18250	9.0%
108	16187	8.0%
102	15596	7.7%
109	14319	7.1%
110	11918	5.9%
101	8396	4.1%
Other values (27)	23194	11.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
82	1	< 0.1%
83	1	< 0.1%
85	1	< 0.1%
86	2	< 0.1%
88	3	< 0.1%

Value	Count	Frequency (%)
120	2	< 0.1%
119	1	< 0.1%
118	4	< 0.1%
117	11	< 0.1%
116	40	< 0.1%

rightmouth_y
Real number (ℝ_≥0)

Distinct	36
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	152.1946604
Minimum	114
Maximum	173
Zeros	0
Zeros (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	114
5-th percentile	150
Q1	151
median	152
Q3	153
95-th percentile	155
Maximum	173
Range	59
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.752368479
Coefficient of variation (CV)	0.01151399448
Kurtosis	7.234418468
Mean	152.1946604
Median Absolute Deviation (MAD)	1
Skewness	1.136074568
Sum	30834486
Variance	3.070795287
Monotocity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
152	56327	27.8%
153	43140	21.3%
151	42294	20.9%
154	19900	9.8%
150	19155	9.5%
155	7930	3.9%
149	5425	2.7%
156	3162	1.6%
157	1497	0.7%
148	1230	0.6%
Other values (26)	2539	1.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
114	1	< 0.1%
138	1	< 0.1%
139	2	< 0.1%
140	1	< 0.1%
141	1	< 0.1%

Value	Count	Frequency (%)
173	1	< 0.1%
172	1	< 0.1%
170	1	< 0.1%
169	7	< 0.1%
168	2	< 0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	image_id	5_o_Clock_Shadow	Arched_Eyebrows	Attractive	Bags_Under_Eyes	Bald	Bangs	Big_Lips	Big_Nose	Black_Hair	Blond_Hair	Blurry	Brown_Hair	Bushy_Eyebrows	Chubby	Double_Chin	Eyeglasses	Goatee	Gray_Hair	Heavy_Makeup	High_Cheekbones	Male	Mouth_Slightly_Open	Mustache	Narrow_Eyes	No_Beard	Oval_Face	Pale_Skin	Pointy_Nose	Receding_Hairline	Rosy_Cheeks	Sideburns	Smiling	Straight_Hair	Wavy_Hair	Wearing_Earrings	Wearing_Hat	Wearing_Lipstick	Wearing_Necklace	Wearing_Necktie	Young	x_1_x	y_1_x	width_x	height_x	x_1_y	y_1_y	width_y	height_y	lefteye_x	lefteye_y	righteye_x	righteye_y	nose_x	nose_y	leftmouth_x	leftmouth_y	rightmouth_x	rightmouth_y
0	000001.jpg	-1	1	1	-1	-1	-1	-1	-1	-1	-1	-1	1	-1	-1	-1	-1	-1	-1	1	1	-1	1	-1	-1	1	-1	-1	1	-1	-1	-1	1	1	-1	1	-1	1	-1	-1	1	95	71	226	313	95	71	226	313	69	109	106	113	77	142	73	152	108	154
1	000002.jpg	-1	-1	-1	1	-1	-1	-1	1	-1	-1	-1	1	-1	-1	-1	-1	-1	-1	-1	1	-1	1	-1	-1	1	-1	-1	-1	-1	-1	-1	1	-1	-1	-1	-1	-1	-1	-1	1	72	94	221	306	72	94	221	306	69	110	107	112	81	135	70	151	108	153
2	000003.jpg	-1	-1	-1	-1	-1	-1	1	-1	-1	-1	1	-1	-1	-1	-1	-1	-1	-1	-1	-1	1	-1	-1	1	1	-1	-1	1	-1	-1	-1	-1	-1	1	-1	-1	-1	-1	-1	1	216	59	91	126	216	59	91	126	76	112	104	106	108	128	74	156	98	158
3	000004.jpg	-1	-1	1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	1	-1	-1	1	-1	-1	-1	-1	1	-1	1	-1	1	1	-1	1	622	257	564	781	622	257	564	781	72	113	108	108	101	138	71	155	101	151
4	000005.jpg	-1	1	1	-1	-1	-1	1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	1	-1	-1	-1	-1	1	1	-1	-1	1	-1	-1	-1	-1	-1	-1	-1	-1	1	-1	-1	1	236	109	120	166	236	109	120	166	66	114	112	112	86	119	71	147	104	150
5	000006.jpg	-1	1	1	-1	-1	-1	1	-1	-1	-1	-1	1	-1	-1	-1	-1	-1	-1	1	-1	-1	1	-1	-1	1	-1	-1	-1	-1	-1	-1	-1	-1	1	1	-1	1	-1	-1	1	146	67	182	252	146	67	182	252	71	111	106	110	94	131	74	154	102	153
6	000007.jpg	1	-1	1	1	-1	-1	1	1	1	-1	-1	-1	1	-1	-1	-1	-1	-1	-1	-1	1	-1	-1	-1	1	-1	-1	1	-1	-1	-1	-1	1	-1	-1	-1	-1	-1	-1	1	64	93	211	292	64	93	211	292	70	112	108	111	85	135	72	152	104	152
7	000008.jpg	1	1	-1	1	-1	-1	1	-1	1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	1	-1	-1	-1	1	-1	-1	1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	1	212	89	218	302	212	89	218	302	71	110	106	111	84	137	73	155	104	153
8	000009.jpg	-1	1	1	-1	-1	1	1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	1	1	-1	1	-1	-1	1	1	-1	1	-1	1	-1	1	-1	-1	1	-1	1	-1	-1	1	600	274	343	475	600	274	343	475	68	113	110	111	97	139	66	152	109	150
9	000010.jpg	-1	-1	1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	1	1	-1	-1	-1	-1	1	-1	-1	-1	-1	-1	-1	-1	-1	1	-1	-1	1	-1	-1	1	113	110	211	292	113	110	211	292	68	111	108	112	89	136	70	151	107	151

Last rows

	image_id	5_o_Clock_Shadow	Arched_Eyebrows	Attractive	Bags_Under_Eyes	Bald	Bangs	Big_Lips	Big_Nose	Black_Hair	Blond_Hair	Blurry	Brown_Hair	Bushy_Eyebrows	Chubby	Double_Chin	Eyeglasses	Goatee	Gray_Hair	Heavy_Makeup	High_Cheekbones	Male	Mouth_Slightly_Open	Mustache	Narrow_Eyes	No_Beard	Oval_Face	Pale_Skin	Pointy_Nose	Receding_Hairline	Rosy_Cheeks	Sideburns	Smiling	Straight_Hair	Wavy_Hair	Wearing_Earrings	Wearing_Hat	Wearing_Lipstick	Wearing_Necklace	Wearing_Necktie	Young	x_1_x	y_1_x	width_x	height_x	x_1_y	y_1_y	width_y	height_y	partition	lefteye_x	lefteye_y	righteye_x	righteye_y	nose_x	nose_y	leftmouth_x	leftmouth_y	rightmouth_x	rightmouth_y
202589	202590.jpg	-1	-1	-1	-1	-1	-1	-1	1	-1	-1	-1	-1	-1	-1	-1	1	-1	1	-1	1	1	-1	-1	-1	1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	35	93	237	328	35	93	237	328	2	69	111	108	112	89	134	73	152	104	152
202590	202591.jpg	-1	1	1	-1	-1	-1	1	1	1	-1	-1	-1	-1	-1	-1	-1	-1	-1	1	1	-1	1	-1	1	1	-1	-1	-1	1	1	-1	1	1	-1	1	-1	1	1	-1	1	700	452	1045	1447	700	452	1045	1447	2	69	111	108	112	95	135	67	152	110	151
202591	202592.jpg	-1	1	-1	-1	-1	-1	-1	-1	-1	1	-1	-1	-1	-1	-1	-1	-1	-1	1	1	-1	1	-1	-1	1	-1	-1	-1	-1	-1	-1	1	-1	1	-1	-1	1	-1	-1	1	409	108	107	148	409	108	107	148	2	67	111	110	113	85	134	67	149	112	151
202592	202593.jpg	-1	-1	1	-1	-1	1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	1	1	-1	1	-1	1	1	1	-1	1	-1	-1	-1	1	-1	-1	-1	-1	1	-1	-1	1	92	103	190	263	92	103	190	263	2	68	112	109	112	86	141	69	151	107	152
202593	202594.jpg	-1	1	1	-1	-1	-1	1	-1	-1	-1	-1	-1	1	-1	-1	-1	-1	-1	1	-1	-1	-1	-1	-1	1	-1	-1	1	-1	-1	-1	-1	-1	1	1	-1	1	-1	-1	1	108	127	244	338	108	127	244	338	2	69	111	108	111	91	139	74	153	103	151
202594	202595.jpg	-1	-1	1	-1	-1	-1	1	-1	-1	1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	-1	1	-1	-1	1	1381	91	221	306	1381	91	221	306	2	69	111	108	111	89	140	73	151	104	153
202595	202596.jpg	-1	-1	-1	-1	-1	1	1	-1	-1	1	-1	-1	-1	-1	-1	-1	-1	-1	-1	1	1	1	-1	1	1	-1	1	-1	-1	-1	-1	1	1	-1	-1	-1	-1	-1	-1	1	137	129	114	158	137	129	114	158	2	67	112	110	112	85	141	66	150	110	150
202596	202597.jpg	-1	-1	-1	-1	-1	-1	-1	-1	1	-1	-1	-1	-1	-1	-1	1	-1	-1	-1	1	1	1	-1	-1	1	-1	-1	-1	-1	-1	-1	1	-1	-1	-1	-1	-1	-1	-1	1	53	76	91	126	53	76	91	126	2	69	111	107	111	92	137	68	151	109	153
202597	202598.jpg	-1	1	1	-1	-1	-1	1	-1	1	-1	-1	-1	1	-1	-1	-1	-1	-1	1	1	-1	-1	-1	-1	1	1	-1	1	-1	1	-1	1	-1	1	1	-1	1	-1	-1	1	195	28	91	126	195	28	91	126	2	69	111	108	111	90	137	71	153	106	151
202598	202599.jpg	-1	1	1	-1	-1	-1	-1	-1	-1	1	-1	-1	-1	-1	-1	-1	-1	-1	1	-1	-1	-1	-1	-1	1	-1	1	1	-1	-1	-1	-1	-1	1	-1	-1	1	-1	-1	1	101	101	179	248	101	101	179	248	2	68	111	109	112	81	136	75	150	103	152

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters